Regulatory Statistics

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Innovative Statistics in Regulatory Science

Author : Shein-Chung Chow
Publisher : CRC Press
Page : 298 pages
File Size : 40,7 Mb
Release : 2019-11-14
Category : Mathematics
ISBN : 9781000710816

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Innovative Statistics in Regulatory Science by Shein-Chung Chow Pdf

Statistical methods that are commonly used in the review and approval process of regulatory submissions are usually referred to as statistics in regulatory science or regulatory statistics. In a broader sense, statistics in regulatory science can be defined as valid statistics that are employed in the review and approval process of regulatory submissions of pharmaceutical products. In addition, statistics in regulatory science are involved with the development of regulatory policy, guidance, and regulatory critical clinical initiatives related research. This book is devoted to the discussion of statistics in regulatory science for pharmaceutical development. It covers practical issues that are commonly encountered in regulatory science of pharmaceutical research and development including topics related to research activities, review of regulatory submissions, recent critical clinical initiatives, and policy/guidance development in regulatory science. Devoted entirely to discussing statistics in regulatory science for pharmaceutical development. Reviews critical issues (e.g., endpoint/margin selection and complex innovative design such as adaptive trial design) in the pharmaceutical development and regulatory approval process. Clarifies controversial statistical issues (e.g., hypothesis testing versus confidence interval approach, missing data/estimands, multiplicity, and Bayesian design and approach) in review/approval of regulatory submissions. Proposes innovative thinking regarding study designs and statistical methods (e.g., n-of-1 trial design, adaptive trial design, and probability monitoring procedure for sample size) for rare disease drug development. Provides insight regarding current regulatory clinical initiatives (e.g., precision/personalized medicine, biomarker-driven target clinical trials, model informed drug development, big data analytics, and real world data/evidence). This book provides key statistical concepts, innovative designs, and analysis methods that are useful in regulatory science. Also included are some practical, challenging, and controversial issues that are commonly seen in the review and approval process of regulatory submissions. About the author Shein-Chung Chow, Ph.D. is currently a Professor at Duke University School of Medicine, Durham, NC. He was previously the Associate Director at the Office of Biostatistics, Center for Drug Evaluation and Research, United States Food and Drug Administration (FDA). Dr. Chow has also held various positions in the pharmaceutical industry such as Vice President at Millennium, Cambridge, MA, Executive Director at Covance, Princeton, NJ, and Director and Department Head at Bristol-Myers Squibb, Plainsboro, NJ. He was elected Fellow of the American Statistical Association and an elected member of the ISI (International Statistical Institute). Dr. Chow is Editor-in-Chief of the Journal of Biopharmaceutical Statistics and Biostatistics Book Series, Chapman and Hall/CRC Press, Taylor & Francis, New York. Dr. Chow is the author or co-author of over 300 methodology papers and 30 books.

Advanced Statistics in Regulatory Critical Clinical Initiatives

Author : Wei Zhang,Fangrong Yan,Feng Chen,Shein-Chung Chow
Publisher : CRC Press
Page : 501 pages
File Size : 53,5 Mb
Release : 2022-05-25
Category : Mathematics
ISBN : 9781000568028

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Advanced Statistics in Regulatory Critical Clinical Initiatives by Wei Zhang,Fangrong Yan,Feng Chen,Shein-Chung Chow Pdf

Advanced Statistics in Regulatory Critical Clinical Initiatives is focused on the critical clinical initiatives introduced by the 21st Century Cure Act passed by the United States Congress in December 2016. The book covers everything from the outline of the initiatives to analysis on the effect on biopharmaceutical research and development. Advanced Statistics in Regulatory Critical Clinical Initiatives provides innovative ways to resolve common challenges in statistical research of rare diseases such small sample sizes and provides guidance for combined use of data. With analysis from regulatory and scientific perspectives this book is an ideal companion for researchers in biostatistics, pharmaceutical development, and policy makers in related fields. Key Features: Provides better understanding of innovative design and analysis of each critical clinical initiatives which may be used in regulatory review/approval of drug development. Makes recommendations to evaluate submissions accurately and reliably. Proposes innovative study designs and statistical methods for oncology and/or rare disease drug development. Provides insight regarding current regulatory guidance on drug development such as gene therapy and rare diseases.

Interface between Regulation and Statistics in Drug Development

Author : Demissie Alemayehu,Birol Emir,Michael Gaffney
Publisher : CRC Press
Page : 173 pages
File Size : 42,8 Mb
Release : 2020-11-11
Category : Mathematics
ISBN : 9781000215700

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Interface between Regulation and Statistics in Drug Development by Demissie Alemayehu,Birol Emir,Michael Gaffney Pdf

With the critical role of statistics in the design, conduct, analysis and reporting of clinical trials or observational studies intended for regulatory purposes, numerous guidelines have been issued by regulatory authorities around the world focusing on statistical issues related to drug development. However, the available literature on this important topic is sporadic, and often not readily accessible to drug developers or regulatory personnel. This book provides a systematic exposition of the interplay between the two disciplines, including emerging themes pertaining to the acceleration of the development of pharmaceutical medicines to serve patients with unmet needs. Features: Regulatory and statistical interactions throughout the drug development continuum The critical role of the statistician in relation to the changing regulatory and healthcare landscapes Statistical issues that commonly arise in the course of drug development and regulatory interactions Trending topics in drug development, with emphasis on current regulatory thinking and the associated challenges and opportunities The book is designed to be accessible to readers with an intermediate knowledge of statistics, and can be a useful resource to statisticians, medical researchers, and regulatory personnel in drug development, as well as graduate students in the health sciences. The authors’ decades of experience in the pharmaceutical industry and academia, and extensive regulatory experience, comes through in the many examples throughout the book.

Regulatory Statistics. [United States].

Author : Victor C. Beal,United States. Animal and Plant Health Inspection Service. Veterinary Services
Publisher : Unknown
Page : 128 pages
File Size : 40,7 Mb
Release : 1983
Category : Electronic
ISBN : OCLC:631090985

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Regulatory Statistics. [United States]. by Victor C. Beal,United States. Animal and Plant Health Inspection Service. Veterinary Services Pdf

Regulatory Statistics

Author : Victor C. Beal
Publisher : Unknown
Page : 262 pages
File Size : 42,9 Mb
Release : 1971
Category : Veterinary medicine
ISBN : CORNELL:31924073534376

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Regulatory Statistics by Victor C. Beal Pdf

Strengthening a Workforce for Innovative Regulatory Science in Therapeutics Development

Author : Institute of Medicine,Board on Health Sciences Policy,Forum on Drug Discovery, Development, and Translation
Publisher : National Academies Press
Page : 118 pages
File Size : 52,9 Mb
Release : 2012-04-04
Category : Medical
ISBN : 9780309222174

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Strengthening a Workforce for Innovative Regulatory Science in Therapeutics Development by Institute of Medicine,Board on Health Sciences Policy,Forum on Drug Discovery, Development, and Translation Pdf

The development and application of regulatory science - which FDA has defined as the science of developing new tools, standards, and approaches to assess the safety, efficacy, quality, and performance of FDA-regulated products - calls for a well-trained, scientifically engaged, and motivated workforce. FDA faces challenges in retaining regulatory scientists and providing them with opportunities for professional development. In the private sector, advancement of innovative regulatory science in drug development has not always been clearly defined, well coordinated, or connected to the needs of the agency. As a follow-up to a 2010 workshop, the IOM held a workshop on September 20-21, 2011, to provide a format for establishing a specific agenda to implement the vision and principles relating to a regulatory science workforce and disciplinary infrastructure as discussed in the 2010 workshop.

Innovative Statistics in Regulatory Science

Author : Shein-Chung Chow
Publisher : CRC Press
Page : 553 pages
File Size : 45,7 Mb
Release : 2019-11-18
Category : Mathematics
ISBN : 9781000710038

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Innovative Statistics in Regulatory Science by Shein-Chung Chow Pdf

Statistical methods that are commonly used in the review and approval process of regulatory submissions are usually referred to as statistics in regulatory science or regulatory statistics. In a broader sense, statistics in regulatory science can be defined as valid statistics that are employed in the review and approval process of regulatory submissions of pharmaceutical products. In addition, statistics in regulatory science are involved with the development of regulatory policy, guidance, and regulatory critical clinical initiatives related research. This book is devoted to the discussion of statistics in regulatory science for pharmaceutical development. It covers practical issues that are commonly encountered in regulatory science of pharmaceutical research and development including topics related to research activities, review of regulatory submissions, recent critical clinical initiatives, and policy/guidance development in regulatory science. Devoted entirely to discussing statistics in regulatory science for pharmaceutical development. Reviews critical issues (e.g., endpoint/margin selection and complex innovative design such as adaptive trial design) in the pharmaceutical development and regulatory approval process. Clarifies controversial statistical issues (e.g., hypothesis testing versus confidence interval approach, missing data/estimands, multiplicity, and Bayesian design and approach) in review/approval of regulatory submissions. Proposes innovative thinking regarding study designs and statistical methods (e.g., n-of-1 trial design, adaptive trial design, and probability monitoring procedure for sample size) for rare disease drug development. Provides insight regarding current regulatory clinical initiatives (e.g., precision/personalized medicine, biomarker-driven target clinical trials, model informed drug development, big data analytics, and real world data/evidence). This book provides key statistical concepts, innovative designs, and analysis methods that are useful in regulatory science. Also included are some practical, challenging, and controversial issues that are commonly seen in the review and approval process of regulatory submissions. About the author Shein-Chung Chow, Ph.D. is currently a Professor at Duke University School of Medicine, Durham, NC. He was previously the Associate Director at the Office of Biostatistics, Center for Drug Evaluation and Research, United States Food and Drug Administration (FDA). Dr. Chow has also held various positions in the pharmaceutical industry such as Vice President at Millennium, Cambridge, MA, Executive Director at Covance, Princeton, NJ, and Director and Department Head at Bristol-Myers Squibb, Plainsboro, NJ. He was elected Fellow of the American Statistical Association and an elected member of the ISI (International Statistical Institute). Dr. Chow is Editor-in-Chief of the Journal of Biopharmaceutical Statistics and Biostatistics Book Series, Chapman and Hall/CRC Press, Taylor & Francis, New York. Dr. Chow is the author or co-author of over 300 methodology papers and 30 books.

Assuring Data Quality and Validity in Clinical Trials for Regulatory Decision Making

Author : Institute of Medicine,Roundtable on Research and Development of Drugs, Biologics, and Medical Devices
Publisher : National Academies Press
Page : 88 pages
File Size : 46,7 Mb
Release : 1999-07-27
Category : Medical
ISBN : 9780309172806

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Assuring Data Quality and Validity in Clinical Trials for Regulatory Decision Making by Institute of Medicine,Roundtable on Research and Development of Drugs, Biologics, and Medical Devices Pdf

In an effort to increase knowledge and understanding of the process of assuring data quality and validity in clinical trials, the IOM hosted a workshop to open a dialogue on the process to identify and discuss issues of mutual concern among industry, regulators, payers, and consumers. The presenters and panelists together developed strategies that could be used to address the issues that were identified. This IOM report of the workshop summarizes the present status and highlights possible strategies for making improvements to the education of interested and affected parties as well as facilitating future planning.

Statistical Thinking for Non-Statisticians in Drug Regulation

Author : Richard Kay
Publisher : John Wiley & Sons
Page : 436 pages
File Size : 46,5 Mb
Release : 2022-11-29
Category : Medical
ISBN : 9781119867401

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Statistical Thinking for Non-Statisticians in Drug Regulation by Richard Kay Pdf

STATISTICAL THINKING FOR NON-STATISTICIANS IN DRUG REGULATION Statistical methods in the pharmaceutical industry are accepted as a key element in the design and analysis of clinical studies. Increasingly, the medical and scientific community are aligning with the regulatory authorities and recognizing that correct statistical methodology is essential as the basis for valid conclusions. In order for those correct and robust methods to be successfully employed there needs to be effective communication across disciplines at all stages of the planning, conducting, analyzing and reporting of clinical studies associated with the development and evaluation of new drugs and devices. Statistical Thinking for Non-Statisticians in Drug Regulation provides a comprehensive in-depth guide to statistical methodology for pharmaceutical industry professionals, including physicians, investigators, medical science liaisons, clinical research scientists, medical writers, regulatory personnel, statistical programmers, senior data managers and those working in pharmacovigilance. The author’s years of experience and up-to-date familiarity with pharmaceutical regulations and statistical practice within the wider clinical community make this an essential guide for the those working in and with the industry. The third edition of Statistical Thinking for Non-Statisticians in Drug Regulation includes: A detailed new chapter on Estimands in line with the 2019 Addendum to ICH E9 Major new sections on topics including Combining Hierarchical Testing and Alpha Adjustment, Biosimilars, Restricted Mean Survival Time, Composite Endpoints and Cumulative Incidence Functions, Adjusting for Cross-Over in Oncology, Inverse Propensity Score Weighting, and Network Meta-Analysis Updated coverage of many existing topics to reflect new and revised guidance from regulatory authorities and author experience Statistical Thinking for Non-Statisticians in Drug Regulation is a valuable guide for pharmaceutical and medical device industry professionals, as well as statisticians joining the pharmaceutical industry and students and teachers of drug development.

Measuring Regulatory Performance A Practitioner's Guide to Perception Surveys

Author : OECD
Publisher : OECD Publishing
Page : 91 pages
File Size : 47,5 Mb
Release : 2012-01-16
Category : Electronic
ISBN : 9789264167179

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Measuring Regulatory Performance A Practitioner's Guide to Perception Surveys by OECD Pdf

This guide helps officials use perception surveys for evaluating and communicating progress in regulatory reform. It explains the challenges involved in the design and use of business and citizen perception surveys – and ways to overcome them.

Regulatory Impact Analysis Best Practices in OECD Countries

Author : OECD
Publisher : OECD Publishing
Page : 296 pages
File Size : 43,8 Mb
Release : 1997-12-01
Category : Electronic
ISBN : 9789264162150

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Regulatory Impact Analysis Best Practices in OECD Countries by OECD Pdf

This is the first report to look across the OECD membership at how regulatory impact analysis is actually designed and carried out.

Statistical Process Control for the FDA-Regulated Industry

Author : Manuel E. Pena-Rodriguez
Publisher : Quality Press
Page : 205 pages
File Size : 49,6 Mb
Release : 2013-04-11
Category : Business & Economics
ISBN : 9780873898522

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Statistical Process Control for the FDA-Regulated Industry by Manuel E. Pena-Rodriguez Pdf

The focus of this book is to understand and apply the different SPC tools in a company regulated by the Food and Drug Administration (FDA): those that manufacture pharmaceutical products, biologics, medical devices, food, cosmetics, and so on. The book is not intended to provide an intensive course in statistics; instead, it is intended to provide a how-to guide about the application of the diverse array of statistical tools available to analyze and improve the processes in an organization regulated by FDA. This book is aimed at engineers, scientists, analysts, technicians, managers, supervisors, and all other professionals responsible to measure and improve the quality of their processes. Although the examples and case studies presented throughout the book are based on situations found in an organization regulated by FDA, the book can also be used to understand the application of those tools in any type of industry. Readers will obtain a better understanding of some of the statistical tools available to control their processes and be encouraged to study, with a greater level of detail, each of the statistical tools presented throughout the book. The content of this book is the result of the author’s almost 20 years of experience in the application of statistics in various industries, and his combined educational background of engineering and law that he has used to provide consulting services to dozens of FDA-regulated organizations.

Survey Methods and Practices

Author : Statistics Canada,Statistics Canada. Social Survey Methods Division
Publisher : Unknown
Page : 416 pages
File Size : 54,9 Mb
Release : 2003
Category : Enquêtes
ISBN : OSU:32435071728521

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Survey Methods and Practices by Statistics Canada,Statistics Canada. Social Survey Methods Division Pdf

This publication shows readers how to design and conduct a census or sample survey. It explains basic survey concepts and provides information on how to create efficient and high quality surveys. It is aimed at those involved in planning, conducting or managing a survey and at students of survey design courses. This book contains the following information: formulating the survey objectives and design a questionnaire; things to consider when designing a survey (choosing between a sample or a census, defining the survey population, choosing which survey frame to use, possible sources of survey error); determining the sample size, allocate the sample across strata and select the sample; appropriate uses of survey data and methods of point and variance estimation in data analysis; data dissemination and disclosure control; using administrative data, particularly during the design and estimation phases; choosing a collection method (self-enumeration, personal interview or telephone interview, computer-assisted versus paper-based questionnaires); organizing and conducting data collection operations; processing data (all data handling activities between collection and estimation) and using quality control and quality assurance measures to minimize and control errors during various survey steps; and planning and managing a survey. This publication also includes a case study that illustrates the steps in developing a household survey, using the methods and principles presented in the book.

Regulatory Statistics

Author : Victor C. Beal
Publisher : Unknown
Page : 146 pages
File Size : 48,7 Mb
Release : 1983
Category : Veterinary medicine
ISBN : MINN:31951D01220802L

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Regulatory Statistics by Victor C. Beal Pdf

Rules in the Making

Author : Wesley A. Magat,Alan J. Krupnick,Winston Harrington
Publisher : Unknown
Page : 200 pages
File Size : 47,8 Mb
Release : 1986
Category : Political Science
ISBN : UOM:39015016197637

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Rules in the Making by Wesley A. Magat,Alan J. Krupnick,Winston Harrington Pdf